The data set contains information about three species of IRIS flowers namely:
Four features are collected from each sample, sepal-length, sepal-width, petal-length and petal-width in centi-meters.
| Unnamed: 0 | sepal_length | sepal_width | petal_length | petal_width | species | |
|---|---|---|---|---|---|---|
| 144 | 144 | 6.7 | 3.3 | 5.7 | 2.5 | Iris-virginica |
| 48 | 48 | 5.3 | 3.7 | 1.5 | 0.2 | Iris-setosa |
| 52 | 52 | 6.9 | 3.1 | 4.9 | 1.5 | Iris-versicolor |
| 23 | 23 | 5.1 | 3.3 | 1.7 | 0.5 | Iris-setosa |
| 78 | 78 | 6.0 | 2.9 | 4.5 | 1.5 | Iris-versicolor |
| Unnamed: 0 | iso_code | continent | location | date | total_cases | new_cases | new_cases_smoothed | total_deaths | new_deaths | ... | female_smokers | male_smokers | handwashing_facilities | hospital_beds_per_thousand | life_expectancy | human_development_index | excess_mortality_cumulative_absolute | excess_mortality_cumulative | excess_mortality | excess_mortality_cumulative_per_million | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 154914 | 154914 | UKR | Europe | Ukraine | 2020-08-19 | 98658.0 | 2005.0 | 1736.286 | 2182.0 | 30.0 | ... | 13.5 | 47.4 | NaN | 8.800 | 72.06 | 0.779 | NaN | NaN | NaN | NaN |
| 139575 | 139575 | KOR | Asia | South Korea | 2020-11-06 | 27284.0 | 89.0 | 110.429 | 477.0 | 1.0 | ... | 6.2 | 40.9 | NaN | 12.270 | 83.03 | 0.916 | NaN | NaN | NaN | NaN |
| 101362 | 101362 | MNE | Europe | Montenegro | 2020-07-02 | 616.0 | 40.0 | 28.857 | 12.0 | 0.0 | ... | 44.0 | 47.9 | NaN | 3.861 | 76.88 | 0.829 | NaN | NaN | NaN | NaN |
| 95205 | 95205 | MLT | Europe | Malta | 2020-03-05 | NaN | NaN | NaN | NaN | NaN | ... | 20.9 | 30.2 | NaN | 4.485 | 82.53 | 0.895 | NaN | NaN | NaN | NaN |
| 133226 | 133226 | SYC | Africa | Seychelles | 2021-12-24 | 24249.0 | 0.0 | 28.857 | 131.0 | 0.0 | ... | 7.1 | 35.7 | NaN | 3.600 | 73.40 | 0.796 | NaN | NaN | NaN | NaN |
5 rows × 68 columns
| iso_code | location | |
|---|---|---|
| 130786 | SAU | Saudi Arabia |
| 113504 | NOR | Norway |
| 81105 | OWID_KOS | Kosovo |
| 82978 | LAO | Laos |
| 2648 | DZA | Algeria |
| 72942 | IRQ | Iraq |
| 106334 | NPL | Nepal |
| 76316 | JAM | Jamaica |
| Unnamed: 0 | iso_code | continent | location | date | total_cases | new_cases | new_cases_smoothed | total_deaths | new_deaths | ... | female_smokers | male_smokers | handwashing_facilities | hospital_beds_per_thousand | life_expectancy | human_development_index | excess_mortality_cumulative_absolute | excess_mortality_cumulative | excess_mortality | excess_mortality_cumulative_per_million | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 76209 | 76209 | ITA | Europe | Italy | 2021-12-23 | 5517054.0 | 44585.0 | 29839.143 | 136245.0 | 168.0 | ... | 19.8 | 27.8 | NaN | 3.18 | 83.51 | 0.892 | NaN | NaN | NaN | NaN |
| 136996 | 136996 | SLB | Oceania | Solomon Islands | 2021-12-23 | 20.0 | 0.0 | 0.000 | NaN | NaN | ... | NaN | NaN | 35.890 | 1.40 | 73.00 | 0.567 | NaN | NaN | NaN | NaN |
| 108762 | 108762 | NZL | Oceania | New Zealand | 2021-12-23 | 13719.0 | 71.0 | 57.429 | 49.0 | 0.0 | ... | 14.8 | 17.2 | NaN | 2.61 | 82.29 | 0.931 | NaN | NaN | NaN | NaN |
| 55907 | 55907 | GAB | Africa | Gabon | 2021-12-23 | 38039.0 | 0.0 | 51.143 | 286.0 | 0.0 | ... | NaN | NaN | NaN | 6.30 | 66.47 | 0.703 | NaN | NaN | NaN | NaN |
| 71009 | 71009 | IDN | Asia | Indonesia | 2021-12-23 | 4261208.0 | 136.0 | 193.000 | 144042.0 | 8.0 | ... | 2.8 | 76.1 | 64.204 | 1.04 | 71.72 | 0.718 | NaN | NaN | NaN | NaN |
5 rows × 68 columns
<Figure size 432x288 with 0 Axes>
<Figure size 432x288 with 0 Axes>